Qingjiang CHEN, Xiaohan SHI, Yuzhou CHAI. Image denoising algorithm based on wavelet transform and convolutional neural network[J]. Journal of Applied Optics, 2020, 41(2): 288
- Journal of Applied Optics
- Vol. 41, Issue 2, 288 (2020)
Fig. 1. Structure diagram of proposed network
Fig. 2. Flow chart of denoising algorithm
Fig. 3. Comparison of denoising performance with different algorithms
Fig. 4. Comparison of denoising performance with different algorithms
Fig. 5. Image denoising results of real noisy images based on proposed algorithm
Fig. 6. Image denoising results of remote sensing image based on proposed algorithm
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Table 1. PSNR of experimental results with different algorithms
dB
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Table 2. SSIM of experimental results with different algorithms
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Table 3. Average time of experimental results with different algorithms
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Table 4. PSNR of experimental results with different algorithms
dB
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Table 5. SSIM of experimental results with different algorithms
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